It's on 45th, right before the broadway themed-store.
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It's somewhat hidden by a large round pillar, so it can be easy to miss unless you're looking for it.
When you exit the theatre via the hotel, walk towards Broadway on 45th Street. Go past the Theatre gift show on your left; once you pass the above-mentioned pillar, you'll see the door.